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Name:[FreeCourseSite com] Udemy - Machine Learning A-Zâ„¢ Hands-On Python & R In Data Science
Infohash: 6CAF766737566C2DDC2ADE7A35A73058628F11CA
Total Size: 5.48 GB
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Last Updated: 2023-12-06 19:15:26 (Update Now)
Torrent added: 2018-01-28 17:46:13
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01 Welcome to the course! (Size: 5.48 GB) (Files: 538)
01 Welcome to the course!
001 Applications of Machine Learning-subtitle-en.srt
5.51 KB001 Applications of Machine Learning.mp4
7.99 MB002 Why Machine Learning is the Future-subtitle-en.srt
9.58 KB002 Why Machine Learning is the Future.mp4
12.81 MB003 Installing R and R Studio (MAC & Windows)-subtitle-en.srt
9.19 KB003 Installing R and R Studio (MAC & Windows).mp4
17.55 MB004 Update_ Recommended Anaconda Version.html
2.25 KB005 Installing Python and Anaconda (MAC & Windows)-subtitle-en.srt
12.30 KB005 Installing Python and Anaconda (MAC & Windows).mp4
19.52 MB006 BONUS_ Meet your instructors.html
2.16 KB02 -------------------- Part 1_ Data Preprocessing --------------------
007 Welcome to Part 1 - Data Preprocessing-subtitle-en.srt
2.52 KB007 Welcome to Part 1 - Data Preprocessing.mp4
2.98 MB008 Get the dataset-subtitle-en.srt
11.09 KB008 Get the dataset.mp4
21.15 MB009 Importing the Libraries-subtitle-en.srt
8.41 KB009 Importing the Libraries.mp4
11.07 MB010 Importing the Dataset-subtitle-en.srt
18.66 KB010 Importing the Dataset.mp4
23.31 MB012 Missing Data-subtitle-en.srt
23.63 KB012 Missing Data.mp4
32.16 MB013 Categorical Data-subtitle-en.srt
27.01 KB013 Categorical Data.mp4
40.79 MB014 Splitting the Dataset into the Training set and Test set-subtitle-en.srt
26.90 KB014 Splitting the Dataset into the Training set and Test set.mp4
39.03 MB015 Feature Scaling-subtitle-en.srt
23.47 KB015 Feature Scaling.mp4
34.62 MB016 And here is our Data Preprocessing Template!-subtitle-en.srt
14.16 KB016 And here is our Data Preprocessing Template!.mp4
19.67 MB03 -------------------- Part 2_ Regression --------------------
017 Welcome to Part 2 - Regression.html
1.97 KB04 Simple Linear Regression
018 How to get the dataset-subtitle-en.srt
4.93 KB018 How to get the dataset.mp4
11.71 MB019 Dataset + Business Problem Description-subtitle-en.srt
4.08 KB019 Dataset + Business Problem Description.mp4
6.62 MB020 Simple Linear Regression Intuition - Step 1-subtitle-en.srt
8.30 KB020 Simple Linear Regression Intuition - Step 1.mp4
9.47 MB021 Simple Linear Regression Intuition - Step 2-subtitle-en.srt
4.34 KB021 Simple Linear Regression Intuition - Step 2.mp4
5.37 MB022 Simple Linear Regression in Python - Step 1-subtitle-en.srt
15.47 KB022 Simple Linear Regression in Python - Step 1.mp4
21.72 MB023 Simple Linear Regression in Python - Step 2-subtitle-en.srt
12.32 KB023 Simple Linear Regression in Python - Step 2.mp4
18.75 MB024 Simple Linear Regression in Python - Step 3-subtitle-en.srt
9.84 KB024 Simple Linear Regression in Python - Step 3.mp4
15.61 MB025 Simple Linear Regression in Python - Step 4-subtitle-en.srt
22.44 KB025 Simple Linear Regression in Python - Step 4.mp4
30.82 MB026 Simple Linear Regression in R - Step 1-subtitle-en.srt
7.71 KB026 Simple Linear Regression in R - Step 1.mp4
9.53 MB027 Simple Linear Regression in R - Step 2-subtitle-en.srt
8.89 KB027 Simple Linear Regression in R - Step 2.mp4
14.35 MB028 Simple Linear Regression in R - Step 3-subtitle-en.srt
5.52 KB028 Simple Linear Regression in R - Step 3.mp4
8.63 MB029 Simple Linear Regression in R - Step 4-subtitle-en.srt
23.94 KB029 Simple Linear Regression in R - Step 4.mp4
37.37 MB05 Multiple Linear Regression
030 How to get the dataset-subtitle-en.srt
4.93 KB030 How to get the dataset.mp4
11.71 MB031 Dataset + Business Problem Description-subtitle-en.srt
5.68 KB031 Dataset + Business Problem Description.mp4
9.98 MB032 Multiple Linear Regression Intuition - Step 1-subtitle-en.srt
1.58 KB032 Multiple Linear Regression Intuition - Step 1.mp4
1.82 MB033 Multiple Linear Regression Intuition - Step 2-subtitle-en.srt
1.45 KB033 Multiple Linear Regression Intuition - Step 2.mp4
1.78 MB034 Multiple Linear Regression Intuition - Step 3-subtitle-en.srt
10.70 KB034 Multiple Linear Regression Intuition - Step 3.mp4
14.28 MB035 Multiple Linear Regression Intuition - Step 4-subtitle-en.srt
3.51 KB035 Multiple Linear Regression Intuition - Step 4.mp4
4.51 MB036 Multiple Linear Regression Intuition - Step 5-subtitle-en.srt
23.56 KB036 Multiple Linear Regression Intuition - Step 5.mp4
28.83 MB037 Multiple Linear Regression in Python - Step 1-subtitle-en.srt
24.44 KB037 Multiple Linear Regression in Python - Step 1.mp4
39.56 MB038 Multiple Linear Regression in Python - Step 2-subtitle-en.srt
4.08 KB038 Multiple Linear Regression in Python - Step 2.mp4
7.22 MB039 Multiple Linear Regression in Python - Step 3-subtitle-en.srt
8.27 KB039 Multiple Linear Regression in Python - Step 3.mp4
14.29 MB040 Multiple Linear Regression in Python - Backward Elimination - Preparation-subtitle-en.srt
19.71 KB040 Multiple Linear Regression in Python - Backward Elimination - Preparation.mp4
32.82 MB041 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK !-subtitle-en.srt
19.68 KB041 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK !.mp4
32.59 MB042 Multiple Linear Regression in Python - Backward Elimination - Homework Solution-subtitle-en.srt
14.17 KB042 Multiple Linear Regression in Python - Backward Elimination - Homework Solution.mp4
27.17 MB043 Multiple Linear Regression in R - Step 1-subtitle-en.srt
11.85 KB043 Multiple Linear Regression in R - Step 1.mp4
17.94 MB044 Multiple Linear Regression in R - Step 2-subtitle-en.srt
15.43 KB044 Multiple Linear Regression in R - Step 2.mp4
25.93 MB045 Multiple Linear Regression in R - Step 3-subtitle-en.srt
7.07 KB045 Multiple Linear Regression in R - Step 3.mp4
10.41 MB046 Multiple Linear Regression in R - Backward Elimination - HOMEWORK !-subtitle-en.srt
27.48 KB046 Multiple Linear Regression in R - Backward Elimination - HOMEWORK !.mp4
39.73 MB047 Multiple Linear Regression in R - Backward Elimination - Homework Solution-subtitle-en.srt
11.86 KB047 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp4
17.24 MB06 Polynomial Regression
048 Polynomial Regression Intuition-subtitle-en.srt
7.82 KB048 Polynomial Regression Intuition.mp4
9.44 MB049 How to get the dataset-subtitle-en.srt
4.93 KB049 How to get the dataset.mp4
11.71 MB050 Polynomial Regression in Python - Step 1-subtitle-en.srt
17.50 KB050 Polynomial Regression in Python - Step 1.mp4
24.89 MB051 Polynomial Regression in Python - Step 2-subtitle-en.srt
17.22 KB051 Polynomial Regression in Python - Step 2.mp4
27.10 MB052 Polynomial Regression in Python - Step 3-subtitle-en.srt
31.40 KB052 Polynomial Regression in Python - Step 3.mp4
42.98 MB053 Polynomial Regression in Python - Step 4-subtitle-en.srt
8.65 KB053 Polynomial Regression in Python - Step 4.mp4
13.50 MB054 Python Regression Template-subtitle-en.srt
16.38 KB054 Python Regression Template.mp4
27.43 MB055 Polynomial Regression in R - Step 1-subtitle-en.srt
14.13 KB055 Polynomial Regression in R - Step 1.mp4
17.78 MB056 Polynomial Regression in R - Step 2-subtitle-en.srt
15.27 KB056 Polynomial Regression in R - Step 2.mp4
23.87 MB057 Polynomial Regression in R - Step 3-subtitle-en.srt
30.86 KB057 Polynomial Regression in R - Step 3.mp4
43.31 MB058 Polynomial Regression in R - Step 4-subtitle-en.srt
15.44 KB058 Polynomial Regression in R - Step 4.mp4
22.34 MB059 R Regression Template-subtitle-en.srt
18.63 KB059 R Regression Template.mp4
25.41 MB07 Support Vector Regression (SVR)
060 How to get the dataset-subtitle-en.srt
4.93 KB060 How to get the dataset.mp4
11.71 MB061 SVR in Python-subtitle-en.srt
30.89 KB061 SVR in Python.mp4
46.18 MB062 SVR in R-subtitle-en.srt
18.70 KB062 SVR in R.mp4
25.87 MB08 Decision Tree Regression
063 Decision Tree Regression Intuition-subtitle-en.srt
17.06 KB063 Decision Tree Regression Intuition.mp4
22.69 MB064 How to get the dataset-subtitle-en.srt
4.93 KB064 How to get the dataset.mp4
11.71 MB065 Decision Tree Regression in Python-subtitle-en.srt
23.73 KB065 Decision Tree Regression in Python.mp4
33.54 MB066 Decision Tree Regression in R-subtitle-en.srt
32.15 KB066 Decision Tree Regression in R.mp4
44.37 MB09 Random Forest Regression
067 Random Forest Regression Intuition-subtitle-en.srt
10.22 KB067 Random Forest Regression Intuition.mp4
13.82 MB068 How to get the dataset-subtitle-en.srt
4.93 KB068 How to get the dataset.mp4
11.71 MB069 Random Forest Regression in Python-subtitle-en.srt
27.53 KB069 Random Forest Regression in Python.mp4
39.47 MB070 Random Forest Regression in R-subtitle-en.srt
28.11 KB070 Random Forest Regression in R.mp4
40.34 MB10 Evaluating Regression Models Performance
071 R-Squared Intuition-subtitle-en.srt
7.17 KB071 R-Squared Intuition.mp4
8.85 MB072 Adjusted R-Squared Intuition-subtitle-en.srt
14.45 KB072 Adjusted R-Squared Intuition.mp4
19.28 MB073 Evaluating Regression Models Performance - Homework's Final Part-subtitle-en.srt
12.93 KB073 Evaluating Regression Models Performance - Homework's Final Part.mp4
21.89 MB074 Interpreting Linear Regression Coefficients-subtitle-en.srt
13.32 KB074 Interpreting Linear Regression Coefficients.mp4
24.21 MB075 Conclusion of Part 2 - Regression.html
4.33 KB11 -------------------- Part 3_ Classification --------------------
076 Welcome to Part 3 - Classification.html
1.93 KB12 Logistic Regression
077 Logistic Regression Intuition-subtitle-en.srt
24.84 KB077 Logistic Regression Intuition.mp4
29.17 MB078 How to get the dataset-subtitle-en.srt
4.93 KB078 How to get the dataset.mp4
11.71 MB079 Logistic Regression in Python - Step 1-subtitle-en.srt
8.76 KB079 Logistic Regression in Python - Step 1.mp4
12.93 MB080 Logistic Regression in Python - Step 2-subtitle-en.srt
4.92 KB080 Logistic Regression in Python - Step 2.mp4
8.23 MB081 Logistic Regression in Python - Step 3-subtitle-en.srt
4.10 KB081 Logistic Regression in Python - Step 3.mp4
5.97 MB082 Logistic Regression in Python - Step 4-subtitle-en.srt
7.16 KB082 Logistic Regression in Python - Step 4.mp4
10.37 MB083 Logistic Regression in Python - Step 5-subtitle-en.srt
29.70 KB083 Logistic Regression in Python - Step 5.mp4
42.55 MB084 Python Classification Template-subtitle-en.srt
6.07 KB084 Python Classification Template.mp4
12.06 MB085 Logistic Regression in R - Step 1-subtitle-en.srt
8.92 KB085 Logistic Regression in R - Step 1.mp4
12.58 MB086 Logistic Regression in R - Step 2-subtitle-en.srt
4.35 KB086 Logistic Regression in R - Step 2.mp4
7.84 MB087 Logistic Regression in R - Step 3-subtitle-en.srt
7.43 KB087 Logistic Regression in R - Step 3.mp4
14.59 MB088 Logistic Regression in R - Step 4-subtitle-en.srt
3.98 KB088 Logistic Regression in R - Step 4.mp4
6.90 MB089 Logistic Regression in R - Step 5-subtitle-en.srt
29.10 KB089 Logistic Regression in R - Step 5.mp4
51.68 MB090 R Classification Template-subtitle-en.srt
6.70 KB090 R Classification Template.mp4
12.47 MB13 K-Nearest Neighbors (K-NN)
091 K-Nearest Neighbor Intuition-subtitle-en.srt
8.04 KB091 K-Nearest Neighbor Intuition.mp4
9.27 MB092 How to get the dataset-subtitle-en.srt
4.93 KB092 How to get the dataset.mp4
11.71 MB093 K-NN in Python-subtitle-en.srt
21.24 KB093 K-NN in Python.mp4
35.21 MB094 K-NN in R-subtitle-en.srt
23.37 KB094 K-NN in R.mp4
41.37 MB14 Support Vector Machine (SVM)
095 SVM Intuition-subtitle-en.srt
15.72 KB095 SVM Intuition.mp4
18.01 MB096 How to get the dataset-subtitle-en.srt
4.93 KB096 How to get the dataset.mp4
11.71 MB097 SVM in Python-subtitle-en.srt
19.16 KB097 SVM in Python.mp4
31.16 MB098 SVM in R-subtitle-en.srt
18.40 KB098 SVM in R.mp4
32.26 MB098 SVM.zip
8.27 KB15 Kernel SVM
099 Kernel SVM Intuition-subtitle-en.srt
4.56 KB099 Kernel SVM Intuition.mp4
5.79 MB100 Mapping to a higher dimension-subtitle-en.srt
10.93 KB100 Mapping to a higher dimension.mp4
13.74 MB101 The Kernel Trick-subtitle-en.srt
17.15 KB101 The Kernel Trick.mp4
29.28 MB102 Types of Kernel Functions-subtitle-en.srt
5.12 KB102 Types of Kernel Functions.mp4
12.30 MB103 How to get the dataset-subtitle-en.srt
4.93 KB103 How to get the dataset.mp4
11.71 MB104 Kernel SVM in Python-subtitle-en.srt
28.25 KB104 Kernel SVM in Python.mp4
41.62 MB105 Kernel SVM in R-subtitle-en.srt
25.45 KB105 Kernel SVM in R.mp4
40.45 MB16 Naive Bayes
106 Bayes Theorem-subtitle-en.srt
34.45 KB106 Bayes Theorem.mp4
43.90 MB107 Naive Bayes Intuition-subtitle-en.srt
23.34 KB107 Naive Bayes Intuition.mp4
27.79 MB108 Naive Bayes Intuition (Challenge Reveal)-subtitle-en.srt
9.50 KB108 Naive Bayes Intuition (Challenge Reveal).mp4
13.27 MB109 Naive Bayes Intuition (Extras)-subtitle-en.srt
15.93 KB109 Naive Bayes Intuition (Extras).mp4
18.94 MB110 How to get the dataset-subtitle-en.srt
4.93 KB110 How to get the dataset.mp4
11.71 MB111 Naive Bayes in Python-subtitle-en.srt
13.75 KB111 Naive Bayes in Python.mp4
23.38 MB112 Naive Bayes in R-subtitle-en.srt
21.90 KB112 Naive Bayes in R.mp4
37.31 MB17 Decision Tree Classification
113 Decision Tree Classification Intuition-subtitle-en.srt
12.88 KB113 Decision Tree Classification Intuition.mp4
18.79 MB114 How to get the dataset-subtitle-en.srt
4.93 KB114 How to get the dataset.mp4
11.71 MB115 Decision Tree Classification in Python-subtitle-en.srt
19.43 KB115 Decision Tree Classification in Python.mp4
29.80 MB116 Decision Tree Classification in R-subtitle-en.srt
29.14 KB116 Decision Tree Classification in R.mp4
51.18 MB18 Random Forest Classification
117 Random Forest Classification Intuition-subtitle-en.srt
7.06 KB117 Random Forest Classification Intuition.mp4
19.43 MB118 How to get the dataset-subtitle-en.srt
4.93 KB118 How to get the dataset.mp4
11.71 MB119 Random Forest Classification in Python-subtitle-en.srt
30.74 KB119 Random Forest Classification in Python.mp4
47.15 MB120 Random Forest Classification in R-subtitle-en.srt
32.41 KB120 Random Forest Classification in R.mp4
49.39 MB19 Evaluating Classification Models Performance
121 False Positives & False Negatives-subtitle-en.srt
11.29 KB121 False Positives & False Negatives.mp4
13.65 MB122 Confusion Matrix-subtitle-en.srt
7.51 KB122 Confusion Matrix.mp4
8.21 MB123 Accuracy Paradox-subtitle-en.srt
3.24 KB123 Accuracy Paradox.mp4
3.80 MB124 CAP Curve-subtitle-en.srt
16.19 KB124 CAP Curve.mp4
18.68 MB125 CAP Curve Analysis-subtitle-en.srt
9.24 KB125 CAP Curve Analysis.mp4
11.51 MB126 Conclusion of Part 3 - Classification.html
4.78 KB20 -------------------- Part 4_ Clustering --------------------
127 Welcome to Part 4 - Clustering.html
1.81 KB21 K-Means Clustering
128 K-Means Clustering Intuition-subtitle-en.srt
23.35 KB128 K-Means Clustering Intuition.mp4
26.86 MB129 K-Means Random Initialization Trap-subtitle-en.srt
12.96 KB129 K-Means Random Initialization Trap.mp4
15.36 MB130 K-Means Selecting The Number Of Clusters-subtitle-en.srt
18.46 KB130 K-Means Selecting The Number Of Clusters.mp4
23.13 MB131 How to get the dataset-subtitle-en.srt
4.93 KB131 How to get the dataset.mp4
11.71 MB132 K-Means Clustering in Python-subtitle-en.srt
28.23 KB132 K-Means Clustering in Python.mp4
39.77 MB133 K-Means Clustering in R-subtitle-en.srt
19.45 KB133 K-Means Clustering in R.mp4
28.99 MB22 Hierarchical Clustering
134 Hierarchical Clustering Intuition-subtitle-en.srt
14.59 KB134 Hierarchical Clustering Intuition.mp4
16.52 MB135 Hierarchical Clustering How Dendrograms Work-subtitle-en.srt
14.36 KB135 Hierarchical Clustering How Dendrograms Work.mp4
17.46 MB136 Hierarchical Clustering Using Dendrograms-subtitle-en.srt
17.60 KB136 Hierarchical Clustering Using Dendrograms.mp4
22.81 MB137 How to get the dataset-subtitle-en.srt
4.93 KB137 How to get the dataset.mp4
11.71 MB138 HC in Python - Step 1-subtitle-en.srt
7.59 KB138 HC in Python - Step 1.mp4
10.72 MB139 HC in Python - Step 2-subtitle-en.srt
9.51 KB139 HC in Python - Step 2.mp4
12.64 MB140 HC in Python - Step 3-subtitle-en.srt
7.72 KB140 HC in Python - Step 3.mp4
12.30 MB141 HC in Python - Step 4-subtitle-en.srt
6.47 KB141 HC in Python - Step 4.mp4
12.02 MB142 HC in Python - Step 5-subtitle-en.srt
6.79 KB142 HC in Python - Step 5.mp4
8.39 MB143 HC in R - Step 1-subtitle-en.srt
6.35 KB143 HC in R - Step 1.mp4
7.38 MB144 HC in R - Step 2-subtitle-en.srt
8.14 KB144 HC in R - Step 2.mp4
11.15 MB145 HC in R - Step 3-subtitle-en.srt
4.73 KB145 HC in R - Step 3.mp4
7.80 MB146 HC in R - Step 4-subtitle-en.srt
3.84 KB146 HC in R - Step 4.mp4
7.44 MB147 HC in R - Step 5-subtitle-en.srt
4.03 KB147 HC in R - Step 5.mp4
6.88 MB148 Conclusion of Part 4 - Clustering.html
1.61 KB23 -------------------- Part 5_ Association Rule Learning --------------------
149 Welcome to Part 5 - Association Rule Learning.html
1.55 KB24 Apriori
150 Apriori Intuition-subtitle-en.srt
26.89 KB150 Apriori Intuition.mp4
35.02 MB151 How to get the dataset-subtitle-en.srt
4.93 KB151 How to get the dataset.mp4
11.71 MB152 Apriori in R - Step 1-subtitle-en.srt
31.05 KB152 Apriori in R - Step 1.mp4
42.87 MB153 Apriori in R - Step 2-subtitle-en.srt
23.03 KB153 Apriori in R - Step 2.mp4
30.50 MB154 Apriori in R - Step 3-subtitle-en.srt
31.16 KB154 Apriori in R - Step 3.mp4
43.84 MB155 Apriori in Python - Step 1-subtitle-en.srt
27.96 KB155 Apriori in Python - Step 1.mp4
37.97 MB156 Apriori in Python - Step 2-subtitle-en.srt
22.53 KB156 Apriori in Python - Step 2.mp4
29.52 MB157 Apriori in Python - Step 3-subtitle-en.srt
19.60 KB157 Apriori in Python - Step 3.mp4
26.96 MB25 Eclat
158 Eclat Intuition-subtitle-en.srt
8.41 KB158 Eclat Intuition.mp4
10.65 MB159 How to get the dataset-subtitle-en.srt
4.93 KB159 How to get the dataset.mp4
11.71 MB160 Eclat in R-subtitle-en.srt
15.79 KB160 Eclat in R.mp4
20.68 MB160 Eclat.zip
48.54 KB26 -------------------- Part 6_ Reinforcement Learning --------------------
161 Welcome to Part 6 - Reinforcement Learning.html
1.91 KB27 Upper Confidence Bound (UCB)
162 The Multi-Armed Bandit Problem-subtitle-en.srt
23.12 KB162 The Multi-Armed Bandit Problem.mp4
30.19 MB163 Upper Confidence Bound (UCB) Intuition-subtitle-en.srt
22.77 KB163 Upper Confidence Bound (UCB) Intuition.mp4
29.32 MB164 How to get the dataset-subtitle-en.srt
4.93 KB164 How to get the dataset.mp4
11.71 MB165 Upper Confidence Bound in Python - Step 1-subtitle-en.srt
22.70 KB165 Upper Confidence Bound in Python - Step 1.mp4
31.53 MB166 Upper Confidence Bound in Python - Step 2-subtitle-en.srt
26.28 KB166 Upper Confidence Bound in Python - Step 2.mp4
35.44 MB167 Upper Confidence Bound in Python - Step 3-subtitle-en.srt
28.00 KB167 Upper Confidence Bound in Python - Step 3.mp4
41.11 MB168 Upper Confidence Bound in Python - Step 4-subtitle-en.srt
5.18 KB168 Upper Confidence Bound in Python - Step 4.mp4
9.13 MB169 Upper Confidence Bound in R - Step 1-subtitle-en.srt
21.33 KB169 Upper Confidence Bound in R - Step 1.mp4
28.05 MB170 Upper Confidence Bound in R - Step 2-subtitle-en.srt
23.06 KB170 Upper Confidence Bound in R - Step 2.mp4
29.01 MB171 Upper Confidence Bound in R - Step 3-subtitle-en.srt
26.31 KB171 Upper Confidence Bound in R - Step 3.mp4
47.20 MB172 Upper Confidence Bound in R - Step 4-subtitle-en.srt
4.59 KB172 Upper Confidence Bound in R - Step 4.mp4
7.40 MB28 Thompson Sampling
173 Thompson Sampling Intuition-subtitle-en.srt
28.54 KB173 Thompson Sampling Intuition.mp4
37.27 MB174 Algorithm Comparison_ UCB vs Thompson Sampling-subtitle-en.srt
11.53 KB174 Algorithm Comparison_ UCB vs Thompson Sampling.mp4
14.08 MB175 How to get the dataset-subtitle-en.srt
4.93 KB175 How to get the dataset.mp4
11.71 MB176 Thompson Sampling in Python - Step 1-subtitle-en.srt
29.97 KB176 Thompson Sampling in Python - Step 1.mp4
43.13 MB177 Thompson Sampling in Python - Step 2-subtitle-en.srt
5.80 KB177 Thompson Sampling in Python - Step 2.mp4
8.41 MB178 Thompson Sampling in R - Step 1-subtitle-en.srt
28.90 KB178 Thompson Sampling in R - Step 1.mp4
40.93 MB179 Thompson Sampling in R - Step 2-subtitle-en.srt
5.29 KB179 Thompson Sampling in R - Step 2.mp4
7.46 MB29 -------------------- Part 7_ Natural Language Processing --------------------
180 Welcome to Part 7 - Natural Language Processing.html
2.80 KB181 How to get the dataset-subtitle-en.srt
4.93 KB181 How to get the dataset.mp4
11.71 MB182 Natural Language Processing in Python - Step 1-subtitle-en.srt
19.04 KB182 Natural Language Processing in Python - Step 1.mp4
35.20 MB183 Natural Language Processing in Python - Step 2-subtitle-en.srt
16.41 KB183 Natural Language Processing in Python - Step 2.mp4
21.96 MB184 Natural Language Processing in Python - Step 3-subtitle-en.srt
2.60 KB184 Natural Language Processing in Python - Step 3.mp4
3.38 MB185 Natural Language Processing in Python - Step 4-subtitle-en.srt
18.18 KB185 Natural Language Processing in Python - Step 4.mp4
24.00 MB186 Natural Language Processing in Python - Step 5-subtitle-en.srt
11.10 KB186 Natural Language Processing in Python - Step 5.mp4
14.90 MB187 Natural Language Processing in Python - Step 6-subtitle-en.srt
4.56 KB187 Natural Language Processing in Python - Step 6.mp4
6.49 MB188 Natural Language Processing in Python - Step 7-subtitle-en.srt
10.18 KB188 Natural Language Processing in Python - Step 7.mp4
17.10 MB189 Natural Language Processing in Python - Step 8-subtitle-en.srt
24.68 KB189 Natural Language Processing in Python - Step 8.mp4
39.48 MB190 Natural Language Processing in Python - Step 9-subtitle-en.srt
8.56 KB190 Natural Language Processing in Python - Step 9.mp4
14.01 MB191 Natural Language Processing in Python - Step 10-subtitle-en.srt
14.95 KB191 Natural Language Processing in Python - Step 10.mp4
24.13 MB192 Homework Challenge.html
2.47 KB193 Natural Language Processing in R - Step 1-subtitle-en.srt
24.91 KB193 Natural Language Processing in R - Step 1.mp4
40.37 MB194 Natural Language Processing in R - Step 2-subtitle-en.srt
13.36 KB194 Natural Language Processing in R - Step 2.mp4
17.47 MB195 Natural Language Processing in R - Step 3-subtitle-en.srt
10.52 KB195 Natural Language Processing in R - Step 3.mp4
13.52 MB196 Natural Language Processing in R - Step 4-subtitle-en.srt
4.66 KB196 Natural Language Processing in R - Step 4.mp4
6.50 MB197 Natural Language Processing in R - Step 5-subtitle-en.srt
3.38 KB197 Natural Language Processing in R - Step 5.mp4
4.57 MB198 Natural Language Processing in R - Step 6-subtitle-en.srt
8.68 KB198 Natural Language Processing in R - Step 6.mp4
12.73 MB199 Natural Language Processing in R - Step 7-subtitle-en.srt
5.59 KB199 Natural Language Processing in R - Step 7.mp4
7.51 MB200 Natural Language Processing in R - Step 8-subtitle-en.srt
8.33 KB200 Natural Language Processing in R - Step 8.mp4
13.26 MB201 Natural Language Processing in R - Step 9-subtitle-en.srt
20.33 KB201 Natural Language Processing in R - Step 9.mp4
28.99 MB202 Natural Language Processing in R - Step 10-subtitle-en.srt
27.30 KB202 Natural Language Processing in R - Step 10.mp4
41.19 MB203 Homework Challenge.html
2.50 KB30 -------------------- Part 8_ Deep Learning --------------------
204 Welcome to Part 8 - Deep Learning.html
1.96 KB205 What is Deep Learning_-subtitle-en.srt
18.80 KB205 What is Deep Learning_.mp4
31.31 MB31 Artificial Neural Networks
206 Plan of attack-subtitle-en.srt
4.14 KB206 Plan of attack.mp4
4.74 MB207 The Neuron-subtitle-en.srt
25.97 KB207 The Neuron.mp4
29.86 MB208 The Activation Function-subtitle-en.srt
12.48 KB208 The Activation Function.mp4
14.75 MB209 How do Neural Networks work_-subtitle-en.srt
19.79 KB209 How do Neural Networks work_.mp4
23.53 MB210 How do Neural Networks learn_-subtitle-en.srt
19.67 KB210 How do Neural Networks learn_.mp4
26.55 MB211 Gradient Descent-subtitle-en.srt
14.56 KB211 Gradient Descent.mp4
18.53 MB212 Stochastic Gradient Descent-subtitle-en.srt
12.58 KB212 Stochastic Gradient Descent.mp4
16.82 MB213 Backpropagation-subtitle-en.srt
7.37 KB213 Backpropagation.mp4
10.92 MB214 How to get the dataset-subtitle-en.srt
4.93 KB214 How to get the dataset.mp4
11.71 MB215 Business Problem Description-subtitle-en.srt
7.57 KB215 Business Problem Description.mp4
16.37 MB216 ANN in Python - Step 1 - Installing Theano_ Tensorflow and Keras-subtitle-en.srt
20.78 KB216 ANN in Python - Step 1 - Installing Theano_ Tensorflow and Keras.mp4
29.31 MB217 ANN in Python - Step 2-subtitle-en.srt
30.18 KB217 ANN in Python - Step 2.mp4
48.09 MB218 ANN in Python - Step 3-subtitle-en.srt
5.18 KB218 ANN in Python - Step 3.mp4
8.37 MB219 ANN in Python - Step 4-subtitle-en.srt
3.86 KB219 ANN in Python - Step 4.mp4
5.88 MB220 ANN in Python - Step 5-subtitle-en.srt
20.22 KB220 ANN in Python - Step 5.mp4
29.58 MB221 ANN in Python - Step 6-subtitle-en.srt
4.50 KB221 ANN in Python - Step 6.mp4
7.05 MB222 ANN in Python - Step 7-subtitle-en.srt
5.68 KB222 ANN in Python - Step 7.mp4
8.99 MB223 ANN in Python - Step 8-subtitle-en.srt
11.51 KB223 ANN in Python - Step 8.mp4
18.16 MB224 ANN in Python - Step 9-subtitle-en.srt
9.91 KB224 ANN in Python - Step 9.mp4
16.89 MB225 ANN in Python - Step 10-subtitle-en.srt
10.76 KB225 ANN in Python - Step 10.mp4
17.09 MB226 ANN in R - Step 1-subtitle-en.srt
27.89 KB226 ANN in R - Step 1.mp4
38.55 MB227 ANN in R - Step 2-subtitle-en.srt
10.51 KB227 ANN in R - Step 2.mp4
14.17 MB228 ANN in R - Step 3-subtitle-en.srt
19.62 KB228 ANN in R - Step 3.mp4
28.94 MB229 ANN in R - Step 4 (Last step)-subtitle-en.srt
21.50 KB229 ANN in R - Step 4 (Last step).mp4
33.44 MB32 Convolutional Neural Networks
230 Plan of attack-subtitle-en.srt
5.43 KB230 Plan of attack.mp4
5.90 MB231 What are convolutional neural networks_-subtitle-en.srt
22.87 KB231 What are convolutional neural networks_.mp4
29.50 MB232 Step 1 - Convolution Operation-subtitle-en.srt
24.07 KB232 Step 1 - Convolution Operation.mp4
31.02 MB233 Step 1(b) - ReLU Layer-subtitle-en.srt
9.55 KB233 Step 1(b) - ReLU Layer.mp4
14.09 MB234 Step 2 - Pooling-subtitle-en.srt
21.83 KB234 Step 2 - Pooling.mp4
40.24 MB235 Step 3 - Flattening-subtitle-en.srt
2.63 KB235 Step 3 - Flattening.mp4
3.27 MB236 Step 4 - Full Connection-subtitle-en.srt
29.61 KB236 Step 4 - Full Connection.mp4
42.74 MB237 Summary-subtitle-en.srt
6.24 KB237 Summary.mp4
7.91 MB238 Softmax & Cross-Entropy-subtitle-en.srt
26.20 KB238 Softmax & Cross-Entropy.mp4
33.23 MB239 How to get the dataset-subtitle-en.srt
4.93 KB239 How to get the dataset.mp4
11.71 MB240 CNN in Python - Step 1-subtitle-en.srt
19.04 KB240 CNN in Python - Step 1.mp4
24.92 MB241 CNN in Python - Step 2-subtitle-en.srt
4.64 KB241 CNN in Python - Step 2.mp4
5.85 MB242 CNN in Python - Step 3-subtitle-en.srt
1.71 KB242 CNN in Python - Step 3.mp4
2.22 MB243 CNN in Python - Step 4-subtitle-en.srt
20.00 KB243 CNN in Python - Step 4.mp4
27.18 MB244 CNN in Python - Step 5-subtitle-en.srt
7.77 KB244 CNN in Python - Step 5.mp4
9.91 MB245 CNN in Python - Step 6-subtitle-en.srt
7.88 KB245 CNN in Python - Step 6.mp4
9.70 MB246 CNN in Python - Step 7-subtitle-en.srt
9.47 KB246 CNN in Python - Step 7.mp4
12.93 MB247 CNN in Python - Step 8-subtitle-en.srt
4.78 KB247 CNN in Python - Step 8.mp4
6.79 MB248 CNN in Python - Step 9-subtitle-en.srt
30.53 KB248 CNN in Python - Step 9.mp4
46.85 MB249 CNN in Python - Step 10-subtitle-en.srt
13.49 KB249 CNN in Python - Step 10.mp4
20.60 MB250 CNN in R.html
3.46 KB33 -------------------- Part 9_ Dimensionality Reduction --------------------
251 Welcome to Part 9 - Dimensionality Reduction.html
2.39 KB34 Principal Component Analysis (PCA)
252 How to get the dataset-subtitle-en.srt
4.93 KB252 How to get the dataset.mp4
11.71 MB253 PCA in Python - Step 1-subtitle-en.srt
18.34 KB253 PCA in Python - Step 1.mp4
31.95 MB254 PCA in Python - Step 2-subtitle-en.srt
12.26 KB254 PCA in Python - Step 2.mp4
22.07 MB255 PCA in Python - Step 3-subtitle-en.srt
15.38 KB255 PCA in Python - Step 3.mp4
25.51 MB256 PCA in R - Step 1-subtitle-en.srt
19.40 KB256 PCA in R - Step 1.mp4
30.65 MB257 PCA in R - Step 2-subtitle-en.srt
17.57 KB257 PCA in R - Step 2.mp4
29.02 MB258 PCA in R - Step 3-subtitle-en.srt
20.55 KB258 PCA in R - Step 3.mp4
36.73 MB35 Linear Discriminant Analysis (LDA)
259 How to get the dataset-subtitle-en.srt
4.93 KB259 How to get the dataset.mp4
11.71 MB260 LDA in Python-subtitle-en.srt
27.52 KB260 LDA in Python.mp4
45.42 MB261 LDA in R-subtitle-en.srt
30.87 KB261 LDA in R.mp4
51.29 MB36 Kernel PCA
262 How to get the dataset-subtitle-en.srt
4.93 KB262 How to get the dataset.mp4
11.71 MB263 Kernel PCA in Python-subtitle-en.srt
22.29 KB263 Kernel PCA in Python.mp4
33.38 MB264 Kernel PCA in R-subtitle-en.srt
32.04 KB264 Kernel PCA in R.mp4
56.57 MB37 -------------------- Part 10_ Model Selection & Boosting --------------------
265 Welcome to Part 10 - Model Selection & Boosting.html
2.02 KB38 Model Selection
266 How to get the dataset-subtitle-en.srt
4.93 KB266 How to get the dataset.mp4
11.71 MB267 k-Fold Cross Validation in Python-subtitle-en.srt
21.00 KB267 k-Fold Cross Validation in Python.mp4
32.83 MB268 k-Fold Cross Validation in R-subtitle-en.srt
28.99 KB268 k-Fold Cross Validation in R.mp4
43.63 MB269 Grid Search in Python - Step 1-subtitle-en.srt
22.87 KB269 Grid Search in Python - Step 1.mp4
38.21 MB270 Grid Search in Python - Step 2-subtitle-en.srt
15.94 KB270 Grid Search in Python - Step 2.mp4
29.51 MB271 Grid Search in R-subtitle-en.srt
21.74 KB271 Grid Search in R.mp4
35.54 MB39 XGBoost
272 How to get the dataset-subtitle-en.srt
4.93 KB272 How to get the dataset.mp4
11.71 MB273 XGBoost in Python - Step 1-subtitle-en.srt
14.15 KB273 XGBoost in Python - Step 1.mp4
21.39 MB274 XGBoost in Python - Step 2-subtitle-en.srt
19.63 KB274 XGBoost in Python - Step 2.mp4
31.97 MB275 XGBoost in R-subtitle-en.srt
27.01 KB275 XGBoost in R.mp4
47.26 MB40 Bonus Lectures
276 ___YOUR SPECIAL BONUS___.html
5.79 KB[FreeCourseSite.com].txt
1.07 KB[FreeCourseSite.com].url
0.12 KB[HaxTech.me].txt
1.05 KB[HaxTech.me].url
0.12 KBtracker
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